EDA for Twitch data-set

These data comes from the website : Twitchtracker

Let’s first load the dataset :

Twitch statistics
Date Avg_concur_viewers Avg_concur_channels Hours_watched Active_streamers Hours_streamed Viewers_per_streamer
2020-11-20 2490726 104264 1734000000 NA 725677440 238949140
2020-10-20 2385206 95074 1774000000 7844426 707192100 250851219
2020-09-20 2202200 91861 1586000000 7461252 661399200 239794666
2020-08-20 2178080 96309 1620000000 7709990 716538960 226086799
2020-07-20 2115411 95809 1574000000 7463817 712818960 220813431
2020-06-20 2262771 93932 1629000000 7158730 676310400 240865733
2020-05-20 2359765 100364 1756000000 7398081 746708160 235165503
2020-04-20 2488881 93750 1792000000 7213644 675000000 265481481
2020-03-20 1638049 66011 1219000000 5080031 491121840 248207247
2020-02-20 1410516 53816 982000000 3753539 374559360 262174732
2020-01-20 1357375 52821 1010000000 3935308 392988240 257005146
2019-12-20 1184935 45633 882000000 3353608 339509520 259786530
2019-11-20 1222247 45644 880000000 3198707 328636800 267772812
2019-10-20 1212368 45179 902000000 2973666 336131760 268347151
2019-09-20 1219579 46184 878000000 2942889 332524800 264040457
2019-08-20 1342856 48447 999000000 3188759 360445680 277156880
2019-07-20 1232595 48055 917000000 3355426 357529200 256482547
2019-06-20 1304579 47898 939000000 3396947 344865600 272279984
2019-05-20 1262560 48294 939000000 3933404 359307360 261336144
2019-04-20 1234112 51261 889000000 4184467 369079200 240869710
2019-03-20 1274016 54953 948000000 4389867 408850320 231869697
2019-02-20 1311897 56295 882000000 4205001 378302400 233146816
2019-01-20 1275970 55790 949000000 4537807 415077600 228631947
2018-12-20 1136970 48134 846000000 4122463 358116960 236235670
2018-11-20 1202989 45448 866000000 3743470 327225600 264649221
2018-10-20 1146076 43505 853000000 3646616 323677200 263534163
2018-09-20 1132031 44195 815000000 3670836 318204000 256125002
2018-08-20 1150362 44333 856000000 3712170 329837520 259521718
2018-07-20 1069217 41605 795000000 2957895 309541200 256831724
2018-06-20 1095605 39701 789000000 3153852 285847200 276021595
2018-05-20 1024179 38701 762000000 3062437 287935440 264642657
2018-04-20 1013037 39451 729000000 3315212 284047200 256647487
2018-03-20 969647 38946 721000000 3695563 289758240 248828127
2018-02-20 915860 35502 615000000 2890347 238573440 257782258
2018-01-20 967916 33546 720000000 2969173 249582240 288482065
2017-12-20 780276 28613 581000000 2460341 212880720 272922790
2017-11-20 800139 26766 576000000 2115552 192715200 298886647
2017-10-20 786615 25697 585000000 2048513 191185680 305985260
2017-09-20 732925 25014 528000000 1950271 180100800 293169159
2017-08-20 717126 24683 534000000 2142869 183641520 290783914
2017-07-20 761585 25775 567000000 2386623 191766000 295672851
2017-06-20 709453 23385 511000000 1921765 168372000 303494643
2017-05-20 681177 22334 507000000 1804282 166164960 305118480
2017-04-20 743599 22055 535000000 1804061 158796000 336910250
2017-03-20 693883 23070 516000000 1953138 171640800 300627823
2017-02-20 744912 24189 501000000 1894405 162550080 308212706
2017-01-20 811303 24140 604000000 1942933 179601600 336299899
2016-12-20 658856 22266 490000000 1850334 165659040 295788265
2016-11-20 624944 20715 450000000 NA 149148000 301713734
2016-10-20 609294 19222 453000000 NA 143011680 316757345
2016-09-20 534937 17848 385000000 NA 128505600 299597839
2016-08-20 513664 16574 382000000 NA 123310560 309786931
2016-07-20 599804 18007 446000000 NA 133972080 332905184
2016-06-20 620227 18795 447000000 NA 135324000 330318347
2016-05-20 604568 19369 450000000 NA 144105360 312271521
2016-04-20 525828 16786 379000000 NA 120859200 313588043
2016-03-20 658941 20238 490000000 NA 150570720 325428476
2016-02-20 634183 20390 441000000 NA 141914400 310750706
2016-01-20 645791 20045 480000000 NA 149134800 321856468
2015-12-20 546688 17519 407000000 1872032 130341360 312256984
2015-11-20 584254 17728 421000000 2113999 127641600 329829773
2015-10-20 589846 15621 439000000 1678050 116220240 377731108
2015-09-20 507415 16758 365000000 1793262 120657600 302508918
2015-08-20 600036 17570 446000000 1816317 130720800 341185182
2015-07-20 551280 16418 410000000 1677091 122149920 335653106
2015-06-20 519908 15329 374000000 1591172 110368800 338863882
2015-05-20 520005 15147 387000000 1599500 112693680 343408787
2015-04-20 503592 14578 363000000 1538170 104961600 345840765
2015-03-20 526885 14762 392000000 1567997 109829280 356917572
2015-02-20 516474 15414 347000000 1644386 103582080 335000031
2015-01-20 498183 14256 371000000 1533653 106064640 349786696
2014-12-20 396091 11512 295000000 NA 85649280 344427881
2014-11-20 392880 11206 283000000 NA 80683200 350754556
2014-10-20 380596 9974 242000000 NA 63351520 381995570
2014-09-20 383571 9752 276000000 NA 70214400 393081761
2014-08-20 392267 10006 291000000 NA 74344580 391420599
2014-07-20 364081 9183 271000000 NA 68321520 396653939
2014-06-20 353086 8317 254000000 NA 59882400 424164696
2014-05-20 330605 8209 246000000 NA 61074960 402783727
2014-04-20 311146 7783 224000000 NA 56037600 399731609
2014-03-20 310824 8104 186000000 NA 48556470 383059147
2014-02-20 302944 7166 204000000 NA 48155520 423627447
2014-01-20 290265 6901 216000000 NA 51285930 421168145
2013-12-20 252400 6573 188000000 NA 48903120 384433549
2013-11-20 260900 6038 188000000 NA 43473600 432446358
2013-10-20 213960 5501 159000000 NA 40927440 388492415
2013-09-20 215156 5224 155000000 NA 37612800 412093755
2013-08-20 225496 5515 168000000 NA 41031600 409440529
2013-07-20 214278 5111 159000000 NA 38025840 418136720
2013-06-20 219716 4603 105000000 NA 21894940 479562858
2013-05-20 195712 4550 136000000 NA 31614920 430176638
2013-04-20 191545 4432 138000000 NA 31910400 432460890
2013-03-20 187833 4224 140000000 NA 31426560 445483056
2013-02-20 165245 3512 111000000 NA 23600640 470326228
2013-01-20 147967 3016 110000000 NA 22439040 490217050
2012-12-20 120658 2457 89800000 NA 18280080 491245115
2012-11-20 109818 2206 79100000 NA 15883200 498010476
2012-10-20 99044 2047 73700000 NA 15229680 483923497
2012-09-20 77764 1985 55900000 NA 14262230 391944317 
#>                      missing  %
#> Active_streamers          40 40
#> Date                       0  0
#> Avg_concur_viewers         0  0
#> Avg_concur_channels        0  0
#> Hours_watched              0  0
#> Hours_streamed             0  0
#> Viewers_per_streamer       0  0

 

We can see that these data consist of 99 observations of 7 attributes.

Here is a description of each attribute :

Here the graph for each variable :

Average concurent viewers for each month :
Average concurent channels for each month:
Total number of hours watched per month :
Total number of active channels
Total number of hours streamed per month
Average number of viewers per streamer per month